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# 10. Fit/Predict
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+ <figure ><img src =" ../.gitbook/assets/image (172).png " alt =" " width =" 210 " ><figcaption ></figcaption ></figure >
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+ 1 . Click on _ ** Fit/Predict** _ under the _ ** Machine Learning** _ category.
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+ <figure ><img src =" ../.gitbook/assets/image (173).png " alt =" " width =" 563 " ><figcaption ></figcaption ></figure >
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+ 2 . _ ** Model** _ : Select the model you want to use.
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+ 3 . _ ** Action** _ : Choose the operation to apply to the selected model.
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+ 4 . Available operations depend on the selected model.
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+ * _ ** Fit** _ : Train the model.
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+ * _ ** Fit and Transform** _ : Train the model and simultaneously transform the data.
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+ * _ ** Transform** _ : Transform the data. (Use a trained model.)
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+ * _ ** Inverse Transform** _ : Apply the reverse transformation of the model to restore the data to its original form.
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+ * _ ** Predict** _ : Make predictions using the trained model.
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+ * _ ** Predict Probability** _ : Return the probabilities of each data point in the dataset belonging to each class.
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+ * _ ** Fit and Predict** _ : Train the model and make predictions.
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+ 5 . _ ** Code view** _ : Preview the generated code.
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+ 6 . _ ** Run** _ : Execute the code.
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